summary statistics

Descriptive Statistics

Towards Data Science

Statistics is the science of collecting data and analyzing them to infer proportions (sample) that are representative of the population. In other words, statistics is interpreting data in order to…

Statistics : The Collection, Analysis and Inference of Data ( Part I )

Towards Data Science

Statistics are numbers that summarise raw facts and figures in some meaningful way. They present key ideas that may not be immediately apparent by just looking at the raw data, and by data, we mean…

Data Scientist Must Know: Business x Statistics

Towards Data Science

By definition, statistics is a science that deals with the collection, classification, analysis, and interpretation of data. The field is often supported by the usage of probabilistic math theory and…...

Performing Statistical Estimation

Towards Data Science

Statistics, as we know, is the study of gathering data, summarizing & visualizing the data, identifying patterns, differences, limitations and inconsistencies and extrapolating information regarding…

Statistics for Data Science 101 Series — An Overview

Analytics Vidhya

Statistics for Data Science 101 Series — An Overview Following the Data Analytics 101 Series, the Statistics 101 Series will delve into a burst of articles that explain the usage and importance of st...

Telling the full story of Descriptive Statistics with numbers!

Towards Data Science

Statistics can be made to prove anything even the truth! So it is of paramount importance to really understand it. Statistics is dealing with the collection, analysis, interpretation, and…

A Shiny app for inferential statistics by hand

Towards Data Science

Descriptive statistics provide a summary of the data; it helps explaining the data in a concise way without losing too much information. Data can be summarized numerically or graphically. See…

Statistics

Dive intro Deep Learning Book

Undoubtedly, to be a top deep learning practitioner, the ability to train the state-of-the-art and high accurate models is crucial. However, it is often unclear when improvements are significant, or o...

Statistics for Data Science 101 Series — Descriptive Statistics

Analytics Vidhya

Statistics for Data Science 101 Series — Descriptive Statistics In continuation of the previous article in the series, we will deep dive into the area of descriptive statistics! What is it? What does...

A Complete Guide to Descriptive Statistics — Central Tendency and Dispersion

Towards AI

In a world filled with data, statistics is the compass guiding us through the huge seas of numbers. Statistics play an important role in predicting the weather, analyzing market trends, or assessing p...

Complete Guide to Statistics — Descriptive Statistics: Part-1

Towards AI

The Ultimate Guide to Statistics: Part 1— Descriptive Statistics Introduction Welcome to my statistics blog series! We’ll explore several different subjects in this series, including Descriptive Stat...

Breaking Down the Essential Statistical Concepts

Level Up Coding

Statistics provides the foundation for understanding and interpreting data in Data Science lexica © Image created with AI; the author assumes responsibility for the provenance and copyright. In the w...